Analytics Jobs in Edinburgh

Analytics
Scotland > Edinburgh

The table below provides summary statistics for permanent job vacancies advertised in Edinburgh requiring Analytics skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Analytics over the 6 months leading up to 19 May 2025, comparing them to the same period in the previous two years.

6 months to
19 May 2025
Same period 2024 Same period 2023
Rank 14 28 47
Rank change year-on-year +14 +19 -1
Permanent jobs citing Analytics 125 107 125
As % of all permanent jobs advertised in Edinburgh 13.68% 7.19% 6.21%
As % of the Processes & Methodologies category 14.03% 8.03% 6.49%
Number of salaries quoted 59 64 69
10th Percentile £25,313 £46,306 £39,440
25th Percentile £44,375 £51,918 £42,500
Median annual salary (50th Percentile) £77,606 £65,000 £60,000
Median % change year-on-year +19.39% +8.33% +9.09%
75th Percentile £98,474 £73,914 £77,715
90th Percentile £98,779 £99,542 £78,297
Scotland median annual salary £52,000 £60,249 £59,526
% change year-on-year -13.69% +1.21% +8.23%

All Process and Methodology Skills
Edinburgh

Analytics falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Edinburgh.

Permanent vacancies with a requirement for process or methodology skills 891 1,333 1,927
As % of all permanent jobs advertised in Edinburgh 97.48% 89.52% 95.73%
Number of salaries quoted 403 935 1,121
10th Percentile £26,929 £35,000 £35,750
25th Percentile £42,500 £46,250 £44,033
Median annual salary (50th Percentile) £57,500 £60,000 £60,000
Median % change year-on-year -4.17% - +9.09%
75th Percentile £79,648 £72,433 £77,715
90th Percentile £98,474 £97,500 £90,000
Scotland median annual salary £52,500 £52,500 £57,500
% change year-on-year - -8.70% +4.55%

Analytics
Job Vacancy Trend in Edinburgh

Job postings citing Analytics as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Analytics in Edinburgh

Analytics
Salary Trend in Edinburgh

3-month moving average salary quoted in jobs citing Analytics in Edinburgh.

Salary trend for Analytics in Edinburgh

Analytics
Salary Histogram in Edinburgh

Salary distribution for jobs citing Analytics in Edinburgh over the 6 months to 19 May 2025.

Salary histogram for Analytics in Edinburgh

Analytics
Co-occurring Skills and Capabilities in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 11 (8.80%) Umbraco
2 8 (6.40%) SAS
3 7 (5.60%) CMS
4 3 (2.40%) Adobe Experience Manager
4 3 (2.40%) Drupal
5 2 (1.60%) Confluence
Applications
1 3 (2.40%) Adobe Premiere
1 3 (2.40%) Photoshop
2 2 (1.60%) Microsoft Excel
3 1 (0.80%) SPSS
Business Applications
1 2 (1.60%) Aladdin
2 1 (0.80%) Cloudability
Cloud Services
1 23 (18.40%) Azure
2 20 (16.00%) AWS
3 18 (14.40%) GCP
4 14 (11.20%) Power Platform
5 11 (8.80%) Google Analytics
6 9 (7.20%) Snowflake
7 7 (5.60%) Adobe Analytics
7 7 (5.60%) Amazon SageMaker
8 3 (2.40%) Azure Data Factory
8 3 (2.40%) Azure Stack
9 2 (1.60%) Azure Synapse Analytics
9 2 (1.60%) Contentsquare
9 2 (1.60%) dbt
9 2 (1.60%) GitHub
10 1 (0.80%) Amazon S3
10 1 (0.80%) Apigee
10 1 (0.80%) AWS Lambda
10 1 (0.80%) Azure DevOps
10 1 (0.80%) Cloud Computing
10 1 (0.80%) Google Ads
Database & Business Intelligence
1 21 (16.80%) Tableau
2 16 (12.80%) Big Data
3 14 (11.20%) Power BI
4 11 (8.80%) BigQuery
5 3 (2.40%) Data Lake
5 3 (2.40%) Relational Database
6 2 (1.60%) Looker
7 1 (0.80%) Amazon QuickSight
7 1 (0.80%) Data Warehouse
7 1 (0.80%) Oracle ODI
7 1 (0.80%) PostgreSQL
7 1 (0.80%) SQL Server
7 1 (0.80%) SQL Server Analysis Services
7 1 (0.80%) SQL Server Integration Services
7 1 (0.80%) SQL Server Reporting Services
7 1 (0.80%) Star Schema
Development Applications
1 6 (4.80%) Git
2 4 (3.20%) Jenkins
2 4 (3.20%) webpack
3 2 (1.60%) JIRA
4 1 (0.80%) ERwin
General
1 70 (56.00%) Finance
2 59 (47.20%) Banking
3 38 (30.40%) Analytical Skills
4 36 (28.80%) Social Skills
5 12 (9.60%) Marketing
6 11 (8.80%) Influencing Skills
7 9 (7.20%) Retail
8 8 (6.40%) Legal
9 5 (4.00%) Wholesale Banking
10 4 (3.20%) Advertising
11 2 (1.60%) Retail Banking
12 1 (0.80%) Automotive
12 1 (0.80%) Billing
12 1 (0.80%) Organisational Skills
12 1 (0.80%) Public Sector
Job Titles
1 28 (22.40%) Analyst
2 26 (20.80%) Senior
3 20 (16.00%) Architect
4 19 (15.20%) Lead
5 17 (13.60%) Data Analyst
6 14 (11.20%) Solutions Architect
7 13 (10.40%) Data Manager
8 11 (8.80%) Lead Architect
8 11 (8.80%) Lead Solutions Architect
9 10 (8.00%) Data Scientist
10 8 (6.40%) Analytics Manager
10 8 (6.40%) Data Analytics Manager
10 8 (6.40%) Senior Manager
11 7 (5.60%) Senior Analyst
12 6 (4.80%) Data Architect
12 6 (4.80%) Senior Data Scientist
12 6 (4.80%) Software Engineer
13 5 (4.00%) Audit Manager
13 5 (4.00%) Data Science Graduate
13 5 (4.00%) Graduate
Libraries, Frameworks & Software Standards
1 16 (12.80%) React
2 13 (10.40%) CSS
3 11 (8.80%) Ajax
3 11 (8.80%) jQuery
3 11 (8.80%) OAuth
3 11 (8.80%) OpenID
3 11 (8.80%) SAML
4 6 (4.80%) PySpark
5 4 (3.20%) Enzyme
5 4 (3.20%) Jest
5 4 (3.20%) Redux
6 3 (2.40%) JSON
6 3 (2.40%) RESTful
6 3 (2.40%) scikit-learn
7 2 (1.60%) ADO
7 2 (1.60%) Google JAX
7 2 (1.60%) HTML
7 2 (1.60%) NumPy
7 2 (1.60%) PyTorch
7 2 (1.60%) TensorFlow
Miscellaneous
1 10 (8.00%) Credit Risk
2 9 (7.20%) Algorithms
3 5 (4.00%) Learning Management System
3 5 (4.00%) Public Cloud
4 4 (3.20%) Analytical Mindset
4 4 (3.20%) Product Ownership
5 3 (2.40%) Blog
5 3 (2.40%) Private Cloud
5 3 (2.40%) Social Media
6 2 (1.60%) Data Protection Act
6 2 (1.60%) Mobile Banking
7 1 (0.80%) Data Centre
7 1 (0.80%) DataPower
7 1 (0.80%) Mainframe
7 1 (0.80%) Mobile App
7 1 (0.80%) Online Banking
7 1 (0.80%) Replication
7 1 (0.80%) SWIFT Messaging Network
Processes & Methodologies
1 51 (40.80%) Data Analytics
2 37 (29.60%) Visualisation
3 32 (25.60%) Data Science
3 32 (25.60%) Decision-Making
4 28 (22.40%) Agile
5 25 (20.00%) Statistical Modelling
6 23 (18.40%) Mathematics
7 22 (17.60%) Data Management
8 21 (16.80%) Data Visualisation
8 21 (16.80%) Risk Management
9 20 (16.00%) Artificial Intelligence
9 20 (16.00%) Business Intelligence
9 20 (16.00%) Stakeholder Management
10 19 (15.20%) Coaching
10 19 (15.20%) Customer Experience
11 18 (14.40%) Machine Learning
11 18 (14.40%) Problem-Solving
12 17 (13.60%) Data Extraction
12 17 (13.60%) Storytelling
13 16 (12.80%) Data Analysis
Programming Languages
1 38 (30.40%) SQL
2 31 (24.80%) Python
3 20 (16.00%) JavaScript
4 3 (2.40%) R
5 1 (0.80%) Java
5 1 (0.80%) T-SQL
Qualifications
1 31 (24.80%) Degree
2 9 (7.20%) Master's Degree
3 7 (5.60%) PhD
4 3 (2.40%) CISA
5 2 (1.60%) PMI Certification
5 2 (1.60%) PMP
6 1 (0.80%) Azure Certification
6 1 (0.80%) Microsoft Certification
Quality Assurance & Compliance
1 10 (8.00%) Data Quality
2 4 (3.20%) Actionable Recommendations
3 3 (2.40%) QA
4 2 (1.60%) Accessibility
4 2 (1.60%) CRD IV
4 2 (1.60%) IFRS
4 2 (1.60%) IFRS 9
5 1 (0.80%) GDPR
5 1 (0.80%) ITGC
System Software
1 2 (1.60%) Active Directory
2 1 (0.80%) Docker
Systems Management
1 11 (8.80%) Single Sign-On
2 4 (3.20%) Kubernetes
Vendors
1 22 (17.60%) Microsoft
2 15 (12.00%) Google
3 10 (8.00%) Adobe
4 4 (3.20%) Tealium
5 3 (2.40%) Oracle
5 3 (2.40%) Salesforce
6 2 (1.60%) Charles River
6 2 (1.60%) Genesys
6 2 (1.60%) Verint
7 1 (0.80%) Databricks
7 1 (0.80%) Informatica
7 1 (0.80%) Maxymiser
7 1 (0.80%) Medallia